{"id":1083,"date":"2025-08-15T11:55:43","date_gmt":"2025-08-15T11:55:43","guid":{"rendered":"https:\/\/www.compurem.de\/?page_id=1083"},"modified":"2025-08-15T12:05:39","modified_gmt":"2025-08-15T12:05:39","slug":"excel-und-ki","status":"publish","type":"page","link":"https:\/\/www.compurem.de\/?page_id=1083","title":{"rendered":"Excel und KI"},"content":{"rendered":"\n<p>Eine Schulung zum Thema Datenanalyse in Excel mit KI k\u00f6nnte folgenderma\u00dfen aussehen:<\/p>\n\n\n\n<ul>\n<li>Einf\u00fchrung in <strong>K\u00fcnstliche Intelligenz<\/strong> und <strong>Machine Learning<\/strong> \u2013 Grundlagen, Begriffe und Anwendungsgebiete<\/li>\n\n\n\n<li>\u00dcberblick \u00fcber <strong>Datenquellen<\/strong> und <strong>Datenformate<\/strong><\/li>\n\n\n\n<li>Datenaufbereitung &amp; -bereinigung: von <strong>Rohdaten<\/strong> zu verwertbaren Datens\u00e4tzen<\/li>\n\n\n\n<li><strong>Explorative Datenanalyse (EDA)<\/strong>: Muster und Trends erkennen<\/li>\n\n\n\n<li>Einsatz von <strong>KI-Tools<\/strong> und <strong>Bibliotheken<\/strong> (z. B. Python, Pandas, scikit-learn)<\/li>\n\n\n\n<li><strong>Predictive Analytics<\/strong>: Vorhersagen mit Machine Learning erstellen<\/li>\n\n\n\n<li><strong>Visualisierungstechniken<\/strong> f\u00fcr aussagekr\u00e4ftige Dashboards und Berichte<\/li>\n\n\n\n<li>Praktische \u00dcbungen mit <strong>realen Datens\u00e4tzen<\/strong><\/li>\n\n\n\n<li><strong>Interpretation von KI-Ergebnissen<\/strong> und Vermeidung h\u00e4ufiger Analysefehler<\/li>\n\n\n\n<li>Datenschutz &amp; ethische Aspekte in der KI-gest\u00fctzten Datenanalyse<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Eine Schulung zum Thema Datenanalyse in Excel mit KI k\u00f6nnte folgenderma\u00dfen aussehen:<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_mc_calendar":[]},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/pages\/1083"}],"collection":[{"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.compurem.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1083"}],"version-history":[{"count":2,"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/pages\/1083\/revisions"}],"predecessor-version":[{"id":1093,"href":"https:\/\/www.compurem.de\/index.php?rest_route=\/wp\/v2\/pages\/1083\/revisions\/1093"}],"wp:attachment":[{"href":"https:\/\/www.compurem.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}